1. Structured LDPC Codes for High-Density Recording: Large Girth and Low Error Floor.
- Author
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Lu, J. and Moura, J. M. F.
- Subjects
- *
MAGNETIC recorders & recording , *RECORDING instruments , *ALGORITHMS , *INFORMATION storage & retrieval systems , *ERROR-correcting codes , *SIMULATION methods & models - Abstract
High-rate low-density parity-check (LDPC) codes are the focus of intense research in magnetic recording because, when decoded by the iterative sum-product algorithm, they show decoding performance close to the Shannon capacity. However, cycles, especially short cycles, are harmful to LDPC codes. The paper describes the partition-and-shift LDPC (PS-LDPC) codes, a new class of regular, structured LDPC codes that can be designed with large girth and arbitrary large minimum distance. Large girth leads to more efficient iterative decoding and codes with better error-floor properties than random LDPC codes. PS-LDPC codes can be designed for any desired column weight and with flexible code rates. The paper details the girth and distance properties of the codes and their systematic construction and presents analytical and simulation performance results that show that, in the high signal-to-noise ratio region, PS-LDPC codes out- perform random codes, alleviating the error floor phenomenon. [ABSTRACT FROM AUTHOR]
- Published
- 2006
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